ELECTRONIC DEVICE FOR RESOURCE-EFFICIENT OBJECT RECOGNITION USING ARTIFICIAL NEURAL NETWORK WITH LONG-RANGE CONNECTION AND OPERATING METHOD THEREOF

ELECTRONIC DEVICE FOR RESOURCE-EFFICIENT OBJECT RECOGNITION USING ARTIFICIAL NEURAL NETWORK WITH LONG-RANGE CONNECTION AND OPERATING METHOD THEREOF

Various example embodiments relate to an electronic device for resource-efficient object recognition using an artificial neural network with long-range horizontal connections and an operating method thereof, and the artificial neural network is configured to recognize an object from an image, be com...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: BAEK, Seungdae, PARK, Youngjin, PAIK, Se-Bum
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Various example embodiments relate to an electronic device for resource-efficient object recognition using an artificial neural network with long-range horizontal connections and an operating method thereof, and the artificial neural network is configured to recognize an object from an image, be composed of a plurality of neurons, and include at least one hidden layer including at least one long-range horizontal connection connecting any two of the neurons with a length exceeding a preset distance, and at least one local connection connecting any two of the neurons with a length below a preset distance.